评估参数对倾斜/沟面上的单个滴滴的滴状凝聚热传递的影响:一个sobol灵敏度分析
Mehran Afshari1, Hesam Moghadasi2, Loghman Mohammadpour3
1Department of Mechanical Engineering, Faculty of Engineering, Arak University, Arak, 38156-88349, Iran.
Scientific reports
|November 29, 2025
概括
这项研究表明,滴状凝结 (DWC) 热传递对和温度,努塞尔特数和倾斜角度高度敏感. 对于粗的表面,接触角和和温度是影响模型预测的主导因素.
科学领域:
- 热力学和热传递 热力学和热传递
- 流体动力学 流体动力学
- 表面科学是一门学科.
背景情况:
- 精确测量滴状冷凝 (DWC) 中的传热速率对于过程改进至关重要.
- 了解DWC模型中的参数灵敏度对于科学进步至关重要.
研究的目的:
- 在DWC传热模型中评估参数灵敏度.
- 量化关键变量对热量流和温度分布的贡献.
- 引导DWC的实验性表征和计算建模方面的努力.
主要方法:
- 使用了响应表面方法 (RSM) 和差异分析 (ANOVA) 的设计专家软件.
- 使用UQLab进行不确定性量化和使用Sobol'指数进行全球敏感性分析.
- 用两个估计器和1000个启动重复样本计算的Sobol指数,用于95%的置信区间.
主要成果:
- DWC传热模型对和温度,努塞尔特数和倾斜角度具有很高的灵敏度.
- 接触角度和和温度对粗表面的预测有很大的影响.
- 平均热量流和温度分布对Nusselt数和和温度分别最敏感.
结论:
- 灵敏度分析为改善DWC模型中的参数准确性提供了关键的见解.
- 这些发现对于加强DWC的实验和计算方法至关重要.
- 了解参数主导度有助于优化凝结过程.
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